Ensemble of random forests One vs. Rest classifiers for MCI and AD prediction using ANOVA cortical and subcortical feature selection and partial least squares

Article ID	Journal	Published Year	Pages	File Type
8840352	Journal of Neuroscience Methods	2018	11 Pages	PDF

Keywords

mild cognitive impairment Bagging Alzheimer's disease Computer-aided diagnosis Magnetic resonance imaging Random forests Partial least squares Machine learning

Related Topics

Life Sciences Neuroscience Neuroscience (General)

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Ensemble of random forests One vs. Rest classifiers for MCI and AD prediction using ANOVA cortical and subcortical feature selection and partial least squares

Authors

J. RamÃrez, J.M. Górriz, A. Ortiz, F.J. MartÃnez-Murcia, F. Segovia, D. Salas-Gonzalez, D. Castillo-Barnes, I.A. Illán, C.G. Puntonet, for the Alzheimer's Disease Neuroimaging Initiative for the Alzheimer's Disease Neuroimaging Initiative,